{"product_id":"towards-mutual-understanding-among-ontologies-rule-based-and-learning-based-matching-algorithms-for-ontologies-9783639115567","title":"Towards Mutual Understanding Among Ontologies - Rule-Based and Learning-Based Matching Algorithms for Ontologies","description":"\u003cp\u003e • Author(s): Jingshan Huang\u003cbr\u003e • Publisher: VDM Verlag\u003cbr\u003e • Publisher Imprint: VDM Verlag\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003eOntologies are formal, declarative knowledge representation models, forming a semantic foundation for many domains. As the Semantic Web gains attention as the next generation of the Web, ontologies' importance increases accordingly. Different ontologies are hetero-geneous, which can lead to misunderstandings, so there is a need for them to be related. The suggested approaches can be categorized as either rule-based or learning-based. The former works on ontology schemas, and the latter considers both schemas and instances. This book makes 6 assumptions to bound the matching problem, then presents 3 systems towards the mutual reconciliation of concepts from different ontologies: (1) the Puzzle system belongs to the rule-based approach; (2) the SOCCER (Similar Ontology Concept ClustERing) system is mostly a learning-based solution, integrated with some rule-based techniques; and (3) the Compatibility Vector system, although not an ontology-matching algorithm by itself, instead is a means of measuring and maintaining ontology compatibility, which helps in the mutual understanding of ontologies and determines the compatibility of services (or agents) associated with these ontologies.\u003c\/p\u003e","brand":"VDM Verlag","offers":[{"title":"Paperback","offer_id":47610583974039,"sku":"9783639115567","price":5437.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783639115567.webp?v=1775065890","url":"https:\/\/atlanticbooks.com\/products\/towards-mutual-understanding-among-ontologies-rule-based-and-learning-based-matching-algorithms-for-ontologies-9783639115567","provider":"Atlantic Books","version":"1.0","type":"link"}